Edtech software that
students actually finish
Most learning products lose people long before they learn anything. The hard part is not putting content on a screen; it is the engagement loop, the assessment that has to be fair, the AI help that has to stay accurate, and the student data that has to be handled correctly. That is the half we have shipped before, including NALA Prep, a digital SAT platform with adaptive scoring, more than 10,000 practice questions, and over 30 full-length tests.
The hard part is not the video player
Retention is the product
People install on January first and delete by January eighth. Everything that holds a user past week one is a system you design on purpose, not a feature you bolt on at the end.
The data is messy
Wearable and health streams are noisier than founders expect, and they all report differently. Reconciling steps and heart rate accurately is real engineering, and a dashboard on bad data loses trust fast.
The money must reconcile
A rewards economy with real payouts cannot have a reconciliation bug. Points, redemptions, partner brands, and the rails underneath all have to add up to the cent when real money moves.
What we build
Four systems, one app icon
Uploading lessons is the easy 20 percent. The 80 percent that decides whether people come back and whether they learn is the half that is hard to build and easy to get wrong.
Adaptive learning and assessment
A path that adjusts to the learner, scoring that means something, and a question bank that stays fair and hard to game. NALA Prep is exactly this at SAT scale.
Content and authoring
The tools your team uses to build, version, and ship courses and question banks without an engineer in the loop for every change.
AI study tools with guardrails
Transcription, summarization, and feedback that answer from the actual course material, not from a model's imagination. We shipped Notesight, which turns lectures into structured, searchable notes with WhisperX.
Learning analytics
Progress, mastery, and cohort views that tell a teacher or an admin what is actually working, built on data you can trust.
The stack
The stack we build on
We build on a stack we have run in production, chosen to fit the learning problem rather than the other way around. We ship web on React and Next.js, mobile on React Native, and run AI study features on a grounded retrieval setup so a tutor or a summary answers from the real course material. Read how we build an SAT prep platform, or see our AI development work.
How it works
How an edtech build starts
One senior team that has shipped adaptive learning, AI study tools, and student-data safety before.
A short call to understand the product, the learners, and which of the four systems you need on day one versus later.
We agree the build plan, the timeline, and a senior team across web, mobile, AI, and data that fits your stack and your compliance needs.
Your team builds, backed by design, QA, and code review, with the learning loop and the data posture tested from the first sprint.
Building edtech that has to teach and measure? Let us scope it.
Proof
Edtech we have shipped
A digital SAT prep platform with adaptive scoring and performance tracking, more than 10,000 practice questions, and over 30 full-length tests. Built on React, NestJS, and Next.js with production payments.
See it liveA web app that transcribes and segments audio and video into accurate, structured notes with the WhisperX model, the kind of study and lecture capture tool that turns hours of recording into something searchable.
See it liveAn eLearning reading application we built to help kids gain core literacy skills, engaging for young learners while staying simple to use.
See the case study
Questions
Edtech software development, answered
How long does it take to build an edtech MVP?
It depends on how much of the four-system stack (adaptive learning, content authoring, AI tools, analytics) you need on day one versus later. We scope it with you before quoting rather than guessing at a number, and we start with the smallest version that can actually teach and measure.
Can you build adaptive learning and real assessment, not just quizzes?
Yes. NALA Prep is an adaptive SAT platform with performance tracking and a large question bank, and adaptive scoring plus a fair, hard-to-game assessment engine is the part of edtech we specialize in.
How do you handle student data privacy, FERPA, and COPPA?
We design for it from the schema up: least-privilege access, clear separation of student data, and a privacy posture built to withstand scrutiny, which matters most for anything aimed at K-12.
Can you add AI tutoring or summarization without it giving wrong answers?
Yes, and the accuracy is the engineering. We ground the AI in the actual course material and constrain what it can assert, the same discipline behind Notesight's transcription work, so help stays correct instead of confidently wrong.
Do you build for accessibility?
Yes. Accessibility is a legal and a market requirement in education, so we build to WCAG from the start rather than retrofitting it, which also widens who can use the product.
Build edtech that
students finish
Tell us what you're building. We'll scope the learning, assessment, AI, and data systems with you and put senior people on it.
Get a build estimate→CONTACT OUR TEAM
Our team contacts you within 24 business hours
We collect all the key requirements from you
The team of developers prepares estimation
We can sign NDA since we respect the confidentiality of our clients